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The function
at::set_num_interop_threads()
in PyTorch can only be called once. Subsequent calls will result in an exception.(The function
at::set_num_threads()
can be called multiple times, but subsequent calls after the first will issue a warning message and will not have an effect.)This can cause the server to crash if two models are loaded that both specify values for the corresponding configuration parameters:
In this PR,
std::call_once()
is used to prevent this (along with a try/catch block just in case).Testing the above case (two models that both specify values) with this PR shows that the exception no longer occurs and inference can proceed.
The documentation is updated accordingly.